# Multiintents with TensorFlow

**URL:** <https://forum.rasa.com/t/multiintents-with-tensorflow/9867>\
**Category:** Rasa Open Source\
**Created:** [May 16, 2019, 10:04am UTC](https://forum.rasa.com/t/multiintents-with-tensorflow/9867 "2019-05-16T10:04:02Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![phojnacki](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/phojnacki/32/1170_2.png) [@phojnacki](https://forum.rasa.com/u/phojnacki)\
**Post date:** [May 16, 2019, 10:04am UTC](https://forum.rasa.com/t/multiintents-with-tensorflow/9867/1 "2019-05-16T10:04:02Z")

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Hi RASAs 😉

How can I parse intents like _“Can I have a glass of water. Can I have a cup of tea”__“Can I have a cup of tea and water”_

Having:

**AskForTea** _“Can I have a cup of tea”__…_

**AskForWater** _“Can I have a glass of water”__…_

I mean it should parse to intent **AskForTea+AskForWater**

I can generate / design content of **AskForTea+AskForWater** intent by glueing **AskForTea** and **AskForWater** intent content’s together (give much more examples in RASA and longer training time)

or look in tracker’s responses with lower confidence: **"Can I have a cup of tea and water"** { “confidence”: 0.8798392415046692, “name”: “AskForWater” }, { “confidence”: 0.3667337894439697, “name”: “AskForTea” }

Any ideas? @

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**Author:** ![erohmensing](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/erohmensing/32/1789_2.png) [@erohmensing](https://forum.rasa.com/u/erohmensing)\
**Post date:** [May 21, 2019, 1:23pm UTC](https://forum.rasa.com/t/multiintents-with-tensorflow/9867/2 "2019-05-21T13:23:43Z")

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Check out this [blog post](https://blog.rasa.com/how-to-handle-multiple-intents-per-input-using-rasa-nlu-tensorflow-pipeline/) for more information about multi-intents.

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**Author:** ![phojnacki](https://dub1.discourse-cdn.com/flex013/user_avatar/forum.rasa.com/phojnacki/32/1170_2.png) [@phojnacki](https://forum.rasa.com/u/phojnacki)\
**Post date:** [June 4, 2019, 12:21pm UTC](https://forum.rasa.com/t/multiintents-with-tensorflow/9867/3 "2019-06-04T12:21:26Z")

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@erohmensing

I would rather like not to augument data.

Having 3 intents A, B, C:

A: What is A? B: What is B? C: What is C?

with question: “ **What is A and what is B?** ”

_(Currently with no additional learning i have got, well, almost correct but insufficient score: 0.70 on A , 0.40 on B)_

I would like these 2 intents which are contained in this message (A and B) to show up in the ranking like: _0.99 on A , 0.99 on B_

@pax How to use multi-class classifier (?any architecture with or without tensorflow?). Important for me is having a tagging possibillity.